Head to head
Contentrain vs Gitcontribute
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
No reviews yet
Git-native content governance for AI agents — 27 deterministic MCP tools over stdio and HTTP.
Full listingGitcontribute
?io.github.morluto/gitcontributeNo reviews yet
Local-first GitHub contribution research workbench
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Contentrain is hosted and callable through the gateway; Gitcontribute runs on your own machine. Contentrain has noticeably more public adoption.
| Contentrain | Gitcontribute | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A86/100 | ? |
| Adoption | Established | — |
| GitHub stars | 4 | – |
| Downloads / week | 1.5k | – |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | — |
| Last release | 2026-09-18 | — |
| Category | Developer tools | Developer tools |